Research Article
Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network
Table 7
Features selected for hepatitis dataset.
| | | Age | Sex | Steroid | Antivirals | Fatigue | Malaise | Anorexia | Liver_big | Liver_firm | Spleen_palpable | Spiders | Ascites | Varices | Bilirubin | Alk_phosphate | Sgot | Albumin | Histology | Class |
| | DE | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | | GSO | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | | LION | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | Correlation-based feature selector | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
|
|
